This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

Aligning AI With Shared Human Values (ICLR 2021)

FIBO is a SOTA, first open-source, JSON-native text-to-image model built for controllable, predictable, and legally safe image generation.

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

📚 A curated list of papers & technical articles on AI Quality & Safety

A curated list of awesome academic research, books, code of ethics, courses, databases, data sets, frameworks, institutes, maturity models, newsletters, principles, podcasts, regulations, reports, responsible scale policies, tools and standards related to Responsible, Trustworthy, and Human-Centered AI.

Documentation for dynamic machine learning systems.

Experimental interface environment for open source LLM, designed to democratize the use of AI. Powered by llama-cpp, llama-cpp-python and Gradio.

Master thesis: Exploring bias in German NLG (GPT-3 & GerPT-2). Applies regard classification and bias mitigation triggers.

Trustworthy AI: From Theory to Practice book. Explore the intersection of ethics and technology with 'Trustworthy AI: From Theory to Practice.' This comprehensive guide delves into creating AI models that prioritize privacy, security, and robustness. Featuring practical examples in Python, it covers uncertainty quantification, adversarial ML

Visually compare fill-in-the-blank LLM prompts to uncover learned biases and associations!

A python implementation of Dave Shap's ACE Model

NudeDetect is a Python-based tool for detecting nudity and adult content in images. This project combines the capabilities of the NudeNet library, EasyOCR for text detection, and the Better Profanity library for identifying offensive language in text.

Capture fundamentals around ethics of AI, responsible AI from principle, process, standards, guidelines, ecosystem, regulation/risk standpoint.

Automate LLM ethical self-assessments

Personal Data Science Projects

Implementing Ethical Responsibility in AI Systems

HyperCortex Mesh Protocol (HMP): decentralized cognitive mesh for AI agents

Intercept AI - Empowering safe and secure online experiences through cutting-edge content filtering technology.

🦄 2- Ethical Entrepreneurship Startup: Project Mindful Emotional AI is a startup developing ethical and scalable Emotion AI solutions. It uses advanced technologies and the InferenceOps paradigm to capture and analyze emotional data in real time, enhancing human–machine interaction and ensuring regulatory alignment.